Start a Warehouse Near-Miss Detection Service Using Existing Cameras

1. 1

   Position against the hardware honestly

   Established vendors sell per-forklift camera and sensor systems that alert in real time; you are not that, and should not pretend to be. Your product is retrospective intelligence from existing infrastructure: no installation, no per-truck hardware cost, and insight across the whole facility. For the customer who later wants real-time protection on specific trucks, refer the hardware and keep the analytics layer.

2. 2

   Solve the footage plumbing first

   The unglamorous barrier is getting video out of aging NVRs and mixed camera brands. Build ingestion for the common recorder ecosystems and an on-site appliance or edge option for facilities that will not ship footage to the cloud. Process-and-discard workflows with configurable retention answer most privacy and bandwidth objections in one stroke.

3. 3

   Tune detection for the aisle, not the demo reel

   Define near-miss events carefully with your pilot customer (proximity thresholds by zone, speed context, blind corners) and accept that camera angles vary wildly. Weekly human review of flagged clips during the pilot keeps precision honest, and the misses teach you faster than any dataset.

4. 4

   Deliver decisions, not dashboards

   The weekly digest: top clips ranked by severity, a facility heat map of where close calls cluster, trends by shift and zone, and one recommended intervention (a mirror, a barrier, a one-way aisle, a retraining). Safety managers need artifacts for their monthly safety committee; make your report that artifact.

5. 5

   Respect the workforce dimension

   Position explicitly as layout and systems improvement, not individual surveillance: aggregate patterns over naming drivers, and give customers governance options (blur faces, no individual scorecards) that make union and workforce acceptance realistic. A tool workers see as a trap gets sabotaged; one that fixes the blind corner they have complained about for years gets champions.

6. 6

   Price against injuries and premiums

   A monthly facility subscription priced well under the cost of a single recordable injury, with multi-site dashboards for regional safety directors. Workers' compensation insurers and brokers are a powerful channel: some will subsidize safety analytics that reduce claims, and their endorsement shortcuts your credibility problem.

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